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Improving Uncertainty Quantification of Deep Classifiers via
  Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis

Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis

19 March 2023
Subhankar Ghosh
Taha Belkhouja
Yan Yan
J. Doppa
    UQCV
ArXivPDFHTML

Papers citing "Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis"

7 / 7 papers shown
Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
L. J. L. Lopez
Shaza Elsharief
Dhiyaa Al Jorf
Firas Darwish
Congbo Ma
Farah E. Shamout
26
0
0
04 May 2025
Conformal Prediction: A Data Perspective
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
56
2
0
09 Oct 2024
Conformal Prediction via Regression-as-Classification
Conformal Prediction via Regression-as-Classification
E. Guha
Shlok Natarajan
Thomas Möllenhoff
Mohammad Emtiyaz Khan
Eugène Ndiaye
22
11
0
12 Apr 2024
Conformal Prediction for Deep Classifier via Label Ranking
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
28
21
0
10 Oct 2023
Distribution-Free, Risk-Controlling Prediction Sets
Distribution-Free, Risk-Controlling Prediction Sets
Stephen Bates
Anastasios Nikolas Angelopoulos
Lihua Lei
Jitendra Malik
Michael I. Jordan
OOD
176
184
0
07 Jan 2021
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
Sangdon Park
Osbert Bastani
Nikolai Matni
Insup Lee
UQCV
121
68
0
31 Dec 2019
Cross-conformal predictors
Cross-conformal predictors
V. Vovk
110
194
0
03 Aug 2012
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